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Search: "[ keyword: Machine Learning ]" (28)

  1. An Enhanced Patch Optimization Technique for Multi-Chunk Bugs in Automated Program Repair
    Abdinabiev Aslan Safarovich, Jisung Kim, Byungjeong Lee
    Vol. 20, No. 5, pp. 627-639, Oct. 2024
    10.3745/JIPS.04.0320

    Keywords: Automated Program Repair, Machine Learning, Multi-Chunk Bugs, Patch Optimization

  2. Semantic Image Segmentation for Efficiently Adding Recognition Objects
    Chengnan Lu, Jinho Park
    Vol. 18, No. 5, pp. 701-710, Oct. 2022
    10.3745/JIPS.02.0183

    Keywords: Image Segmentation, Machine Learning, Object Detection

  3. Feature Analysis for Detecting Mobile Application Review Generated by AI-Based Language Model
    Seung-Cheol Lee, Yonghun Jang, Chang-Hyeon Park, Yeong-Seok Seo
    Vol. 18, No. 5, pp. 650-664, Oct. 2022
    10.3745/JIPS.02.0182

    Keywords: Artificial intelligence, Fake Review, GPT-2, Language Model, Machine Learning, software engineering

  4. Applying Token Tagging to Augment Dataset for Automatic Program Repair
    Huimin Hu, Byungjeong Lee
    Vol. 18, No. 5, pp. 628-636, Oct. 2022
    10.3745/JIPS.04.0251

    Keywords: Augment Dataset, Automatic Program Repair, Machine Learning, Token Tagging

  5. Feature Extraction of Non-proliferative Diabetic Retinopathy Using Faster R-CNN and Automatic Severity Classification System Using Random Forest Method
    Younghoon Jung, Daewon Kim
    Vol. 18, No. 5, pp. 599-613, Oct. 2022
    10.3745/JIPS.04.0252

    Keywords: Faster R-CNN, Classification, Machine Learning, Non-proliferative Diabetic Retinopathy, Random Forest

  6. An Approach to Applying Multiple Linear Regression Models by Interlacing Data in Classifying Similar Software
    Hyun-il Lim
    Vol. 18, No. 2, pp. 268-281, Apr. 2022
    10.3745/JIPS.04.0241

    Keywords: Machine Learning, linear regression, Similar Software Classification, Software Analysis

  7. A Survey on Image Emotion Recognition
    Guangzhe Zhao, Hanting Yang, Bing Tu, Lei Zhang
    Vol. 17, No. 6, pp. 1138-1156, Dec. 2021
    10.3745/JIPS.01.0082

    Keywords: Emotion Semantics, Image Emotion Recognition, Image Feature Extraction, Machine Learning

  8. Assisted Magnetic Resonance Imaging Diagnosis for Alzheimer’s Disease Based on Kernel Principal Component Analysis and Supervised Classification Schemes
    Yu Wang, Wen Zhou, Chongchong Yu, Weijun Su
    Vol. 17, No. 1, pp. 178-190, Feb. 2021
    10.3745/JIPS.04.0204

    Keywords: Alzheimer’s disease, feature extraction, KPCA, Machine Learning, Structural Magnetic Resonance Imaging

  9. Next-Generation Personal Authentication Scheme Based on EEG Signal and Deep Learning
    Gi-Chul Yang
    Vol. 16, No. 5, pp. 1034-1047, Oct. 2020
    10.3745/JIPS.03.0147

    Keywords: Electroencephalography, information security, Machine Learning, Personal Authentication

  10. Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement learning and Q-learning
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 5, pp. 1001-1007, Oct. 2020
    10.3745/JIPS.02.0139

    Keywords: Deep Learning, Machine Learning, Reinforcement Learning, Q-learning

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JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

Publications


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All publications of JIPS are indexed in ESCI (a new Web of Science index of Thomson Reuters), SCOPUS, DOI, DBLP, EI COMPENDEX, EBSCO, Google Scholar, and Crossref.

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JIPS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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